AI Today Podcast: AI Glossary Series – Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM)
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Recurrent Neural Networks (RNN) and Long-Short Term Memory (LSTM), explain how these terms relate to AI ...
19 Touko 202310min
AI Today Podcast: AI Glossary Series – Feed-Forward Neural Network
Usually used as a simple example for how deep learning neural networks work, a feed-forward neural network is the most basic, “vanilla” general kind of neural network. In this episode of the AI Today ...
17 Touko 20239min
AI Today Podcast: AI Glossary Series – “Ground Truth” Data and Synthetic Data
In order for machine learning systems to work, they need to be trained on data. But there are different types of data and depending on the situation you may want to use one type of data over another, ...
12 Touko 20239min
AI Today Podcast: AI Glossary Series – Pre-Trained Model and Transfer Learning
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Pre-Trained Model and Transfer Learning, explain how these terms relate to AI and why it’s important to ...
10 Touko 20238min
AI Today Podcast: Why Data Storage Matters When it Comes to AI: Interview with Justin Emerson, Pure Storage
As AI applications become more complex and data-intensive, the need for scalable and efficient storage solutions becomes increasingly important. AI models require vast amounts of data to be processed,...
8 Touko 202330min
AI Today Podcast: AI Glossary Series – CPU, GPU, TPU, and Federated Learning
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms CPU, GPU, TPU, and Federated Learning, explain how these terms relate to AI and why it’s important to kn...
5 Touko 202311min
AI Today Podcast: AI Glossary Series – Tokenization and Vectorization
In this episode of the AI Today podcast hosts Kathleen Walch and Ron Schmelzer define the terms Tokenization and Vectorization, explain how these terms relates to AI and why it’s important to know abo...
3 Touko 202311min
AI Today Podcast: AI Glossary Series – Training Data, Epoch, Batch, Learning Curve
In order for machine learning systems to work they need to be trained on data. But as the old saying goes “garbage in is garbage out” so you need to make sure you have a dataset of prepared data that ...
28 Huhti 202311min
